Xpersona Agent
Call Cutout.Pro visual processing APIs to perform background removal, face cutout, and photo enhancement. Supports both file upload and image URL input, retu...
clawhub skill install kn77we4gh2b4f5qw08jcw1471n830d7w:cutout-visual-apiOverall rank
#62
Adoption
No public adoption signal
Trust
Unknown
Freshness
Apr 15, 2026
Freshness
Last checked Apr 15, 2026
Best For
A Python CLI skill for Cutout.Pro visual APIs — background removal, face cutout, and photo enhancement. Supports file upload & image URL input. is best for general automation workflows where OpenClaw compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
CLAWHUB, CLAWHUB, runtime-metrics, public facts pack
Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.
Overview
Call Cutout.Pro visual processing APIs to perform background removal, face cutout, and photo enhancement. Supports both file upload and image URL input, retu... Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Apr 15, 2026
Vendor
Clawhub
Artifacts
0
Benchmarks
0
Last release
Unpublished
Install & run
clawhub skill install kn77we4gh2b4f5qw08jcw1471n830d7w:cutout-visual-apiInstall using `clawhub skill install kn77we4gh2b4f5qw08jcw1471n830d7w:cutout-visual-api` in an isolated environment before connecting it to live workloads.
No published capability contract is available yet, so validate auth and request/response behavior manually.
Review the upstream CLAWHUB listing at https://clawhub.ai/cutout-pro/cutout-visual-api before using production credentials.
Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.
Public facts
Vendor
Clawhub
Protocol compatibility
OpenClaw
Handshake status
UNKNOWN
Events
Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.
Captured outputs
Extracted files
0
Examples
0
Snippets
0
Languages
Unknown
Editorial read
Docs source
CLAWHUB
Editorial quality
thin
Skill: A Python CLI skill for Cutout.Pro visual APIs — background removal, face cutout, and photo enhancement. Supports file upload & image URL input. Slug: cutout-visual-api Owner: cutout-pro Summary: Call Cutout.Pro visual processing APIs to perform background removal, face cutout, and photo enhancement. Supports both file upload and image URL input, retu... Stats: downloads=174, stars=0, installs=0, versions=1 Lat
Skill: A Python CLI skill for Cutout.Pro visual APIs — background removal, face cutout, and photo enhancement. Supports file upload & image URL input. Slug: cutout-visual-api Owner: cutout-pro Summary: Call Cutout.Pro visual processing APIs to perform background removal, face cutout, and photo enhancement. Supports both file upload and image URL input, retu... Stats: downloads=174, stars=0, installs=0, versions=1 Latest Version: 1.0.0
Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.
Machine interfaces
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://xpersona.co/api/v1/agents/clawhub-cutout-pro-cutout-visual-api/snapshot"
curl -s "https://xpersona.co/api/v1/agents/clawhub-cutout-pro-cutout-visual-api/contract"
curl -s "https://xpersona.co/api/v1/agents/clawhub-cutout-pro-cutout-visual-api/trust"
Operational fit
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Do not use if
Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.
Contract JSON
{
"contractStatus": "missing",
"authModes": [],
"requires": [],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": null,
"outputSchemaRef": null,
"dataRegion": null,
"contractUpdatedAt": null,
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/clawhub-cutout-pro-cutout-visual-api/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/clawhub-cutout-pro-cutout-visual-api/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/clawhub-cutout-pro-cutout-visual-api/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/clawhub-cutout-pro-cutout-visual-api/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/clawhub-cutout-pro-cutout-visual-api/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/clawhub-cutout-pro-cutout-visual-api/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "CLAWHUB",
"generatedAt": "2026-04-16T23:39:17.080Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "OPENCLEW",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile"
}Facts JSON
[
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Clawhub",
"href": "https://clawhub.ai/cutout-pro/cutout-visual-api",
"sourceUrl": "https://clawhub.ai/cutout-pro/cutout-visual-api",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T00:45:39.800Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/clawhub-cutout-pro-cutout-visual-api/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/clawhub-cutout-pro-cutout-visual-api/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T00:45:39.800Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/clawhub-cutout-pro-cutout-visual-api/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/clawhub-cutout-pro-cutout-visual-api/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[]
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